Links to Slides, Papers, Videos, Podcasts, and other posts
Find content by the team.
dbt + Hamilton: Enabling you to maintain complex Python within dbt models
Hamilton: an OS tool to add to your LLM App tool belt
Feature Engineering with Hamilton: Portability & Lineage
Manchester PyData Meetup May/June 2023
British Cycling Data Platform in Python
Co-presented with Peter Robinson, and Murray Tait.
PyData Seattle 2023
Lightweight Lineage with Hamilton
AI Camp Meetup San Jose January 2023
Hamilton: Natively bringing software engineering best practices to python data transformations
Hamilton: an open source, declarative, micro-framework for clean & robust feature transform code in Python
Hamilton: enabling software engineering best practices for data transformations via generalized dataflow graphs
Angle: Software engineering is important to think about when managing a data ecosystem.
Hamilton: a modular open source declarative paradigm for high level modeling of dataflows
Angle: Interesting UX that enables a platform team to compose & modularize not only a dataflow, but subsystems.
Hamilton: A Python Micro-Framework for tidy scalable Pandas
Ray Summit August 2022
Scalable feature engineering with Hamilton on Ray
MLOPsWorld Bay Area July 2022
Hamilton: A Python Micro-Framework for Data / Feature Engineering
AICamp May 2022
Hamilton: a python micro-framework for data / feature engineering at Stitch Fix
Apply(Meetup) February 2022
[Open Source] Hamilton, a micro framework for creating dataframes, and its application at Stitch Fix
SF Python Meetup December 2021
Hamilton an open source micro framework for creating dataframes
MLOps dla 100 data scientistów (in Polish) April 2022.
Aggressively Helpful Platform teams August 2021